{"id":10006857,"date":"2022-11-17T00:02:46","date_gmt":"2022-11-16T16:02:46","guid":{"rendered":"https:\/\/ityet.com\/?p=10006857"},"modified":"2022-11-17T00:02:46","modified_gmt":"2022-11-16T16:02:46","slug":"%e3%80%8c%e5%bc%80%e6%ba%90%e4%ba%ba%e8%af%b4%e3%80%8dai%e6%99%ae%e6%83%a0%ef%bc%8c%e9%98%bf%e9%87%8c%e7%81%b5%e6%9d%b0%e5%bc%80%e6%ba%90%e5%8e%86%e7%a8%8b%e4%b8%8e%e6%80%9d%e8%80%83","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006857","title":{"rendered":"\u300c\u5f00\u6e90\u4eba\u8bf4\u300d|AI\u666e\u60e0\uff0c\u963f\u91cc\u7075\u6770\u5f00\u6e90\u5386\u7a0b\u4e0e\u601d\u8003"},"content":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u65bd\u5174 \u963f\u91cc\u5df4\u5df4\u8d44\u6df1\u6280\u672f\u4e13\u5bb6 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\u5de5\u7a0b\u5316\u4e0a\u505a\u5145\u5206\u7684\u51c6\u5907\u3002\u53e6\u5916\uff0c\u4e5f\u9700\u8981\u80fd\u591f\u52a0\u901f\u884c\u4e1a\u5e94\u7528\u5b75\u5316\u548c\u521b\u65b0\uff0c\u6bd4\u5982\u5f53\u4e0b\u6700\u706b\u7684AI\u7ed8\u56feStable Diffusion\uff0c\u8f93\u5165\u5173\u952e\u7684\u6587\u672c\u4fe1\u606f\u5373\u53ef\u751f\u6210\u5bf9\u5e94\u7684\u56fe\u7247\uff0c\u662f\u4e00\u4e2a\u6781\u5177\u521b\u65b0\u610f\u4e49\u7684\u9879\u76ee\u3002\u7b2c\u4e8c\uff0c\u6613\u7528\u3002\u9700\u8981\u6709\u4e91\u539f\u751fAI\u5e73\u53f0\uff0c\u89c4\u907f\u5197\u957f\u7e41\u6742\u7684\u90e8\u7f72\u6d41\u7a0b\uff0c\u80fd\u591f\u5728\u4e91\u4e0a\u4e00\u952e\u62c9\u8d77AI 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\u4ee5\u53ca\u5f00\u653e\u7684\u517c\u5bb9\u683c\u5f0f\u3002\u4e5f\u9700\u8981\u80fd\u591f\u4fdd\u969c\u6570\u636e\u4e0e\u6a21\u578b\u5b89\u5168\uff0c\u800c\u4e91\u539f\u751f\u5929\u7136\u4fdd\u969c\u4e86\u5b89\u5168\u6027\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806726\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br 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Serverless \u670d\u52a1\uff0c\u63d0\u524d\u89c4\u5212\u5f00\u6e90\u8f6f\u4ef6\u7684\u9002\u914d\u3002\u6700\u7ec8\u4e24\u8005\u5171\u540c\u643a\u624b\uff0c\u4e00\u8d77\u666e\u60e0 AI \u6570\u5b57\u4e16\u754c\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806727\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br 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ModelScope\u5df2\u7ecf\u53d1\u5e03\uff0c\u9664\u4e86\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6a21\u578b\u4e4b\u5916\uff0c\u5f88\u591a\u57fa\u7840\u6a21\u578b\u6bd4\u5982\u8bed\u97f3\u3001\u56fe\u50cf\u3001\u6587\u672c\u3001\u63a8\u8350\u7b49\u76f8\u5173\u9879\u76ee\u4e5f\u5df2\u5f00\u6e90\u3002\u5b9e\u65f6\u8ba1\u7b97\u65b9\u9762\u5305\u62ecFlink ML\uff08Flink Machine Learning\uff09\uff0c\u53ef\u4ee5\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u6d41\u505a\u5b9e\u65f6\u673a\u5668\u5b66\u4e60\uff0c\u6bd4\u5982\u70b9\u51fb\u5b8c\u5546\u54c1\u9a6c\u4e0a\u80fd\u51fa\u73b0\u76f8\u5173\u63a8\u8350\u3002\u53e6\u5916\uff0c\u8fd8\u6709\u57fa\u4e8e\u56fe\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6\u3001\u8fc1\u79fb\u5b66\u4e60\u3001\u589e\u5f3a\u5b66\u4e60\u7b49\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806728\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u5728\u4e91\u539f\u751f\u7684\u673a\u5668\u5b66\u4e60\u5e94\u7528\u573a\u666f\uff0cAI\u5e94\u7528\u5bf9\u8c03\u5ea6\u4e5f\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002\u56e0\u6b64\u6211\u4eec\u53d1\u5e03\u4e86koordinator\uff0c\u7528\u4e8e\u89e3\u51b3\u6309\u4f5c\u4e1a\u8c03\u5ea6\u4f18\u5316\uff0c\u8d44\u6e90\u5229\u7528\u7387\u63d0\u5347\u7b49\u95ee\u9898\u3002koordinator\u80fd\u591f\u6839\u636e\u5404\u4e2a\u670d\u52a1\u3001\u5e94\u7528\u7684\u70ed\u529b\u56fe\u6765\u505a\u8c03\u5ea6\u5747\u8861\u3002\u6bd4\u5982\u67d0\u51e0\u53f0\u673a\u5668\u51fa\u73b0\u6545\u969c\uff0c\u5219coordinator\u4f1a\u4ece QoS \u5c42\u611f\u77e5\u5230\u670d\u52a1\u7a33\u5b9a\u6027\u7684\u53d8\u5316\uff0c\u7136\u540e\u8fdb\u884c\u91cd\u65b0\u8c03\u5ea6\uff0c\u4e0b\u7ebf\u539f\u6765\u54cd\u5e94\u6162\u7684\u51e0\u4e2a\u5bb9\u5668\uff0c\u5c06\u4efb\u52a1\u90e8\u7f72\u5230\u65b0\u5bb9\u5668\u3001\u65b0\u670d\u52a1\u5668\u4e0a\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806729\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0DeepRec\u5728\u8bad\u7ec3\u63a8\u7406\u5f15\u64ce\u4fa7\u57fa\u4e8eTensorflow \u505a\u4e86\u4f18\u5316\u5de5\u4f5c\uff0c\u5b83\u4e3b\u8981\u670d\u52a1\u4e8e\u63a8\u8350\u3001\u641c\u7d22\u3001\u5e7f\u544a\u8fd9\u51e0\u7c7b\u8bc9\u6c42\u3002\u641c\u7d22\u3001\u63a8\u8350\u3001\u5e7f\u544a\u4e00\u822c\u662f\u7ed3\u6784\u5316\u6570\u636e\uff0c\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a\u7528\u8868\uff08Table\uff09\u6765\u63cf\u8ff0\u3002\u6211\u4eec\u5728\u7a00\u758f\u529f\u80fd\u3001\u8bad\u7ec3\u6027\u80fd\u3001\u90e8\u7f72\u53caServing\u65b9\u9762\u505a\u4e86\u5f88\u591a\u4f18\u5316\u5de5\u4f5c\u3002\u00a0\u7a00\u758f\u7279\u5f81\uff1a\u6a21\u578b\u6570\u636e\u5904\u7406\u4e2d\u7684\u5f88\u591a\u7279\u5f81\u975e\u5e38\u7a00\u758f\uff0c\u6bd4\u5982\u4e00\u4e2a\u4eba\u4e0e\u67d0\u4e2a\u5546\u54c1\u4e4b\u95f4\u4ea7\u751f\u4e86\u884c\u4e3a\uff0c\u5373\u4e3a\u4e00\u6761\u7279\u5f81\u3002\u6dd8\u5b9d\u6709\u6570\u5341\u4ebf\u5546\u54c1\uff0c\u4e00\u4e2a\u4eba\u6bcf\u5929\u6d4f\u89c8\u4e0a\u5343\u4e2a\u5546\u54c1\uff0c\u4ea4\u4e92\u884c\u4e3a\u7684\u7279\u5f81\u975e\u5e38\u7a00\u758f\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u52a8\u6001\u5f39\u6027\u7279\u5f81\u3002\u4f20\u7edf\u60c5\u51b5\u4e0b\uff0c\u4e00\u822c\u4ee5\u56fa\u5b9a\u54c8\u5e0c Table \u6765\u5b58\u50a8\u7279\u5f81\u3002\u5f15\u5165\u4e86\u52a8\u6001\u5f39\u6027\u7279\u5f81\u529f\u80fd\u4ee5\u540e\uff0c\u53ef\u4ee5\u5f15\u5165\u7279\u5f81\u51c6\u5165\u548c\u6dd8\u6c70\uff0c\u6bd4\u5982\u53ef\u4ee5\u52a8\u6001\u5730\u5c06\u5f88\u4e45\u4ee5\u524d\u8fc7\u671f\u7684\u7279\u5f81\u6dd8\u6c70\u6389\uff0c\u65b0\u751f\u6210\u7684\u7279\u5f81\u4e5f\u80fd\u52a8\u6001\u5730\u5f15\u5165\u3002\u00a0\u8bad\u7ec3\u6027\u80fd\uff1a\u5305\u62ec\u5206\u5e03\u5f0f\u8bad\u7ec3\u6846\u67b6\u3001Runtime\u4f18\u5316\u3001\u56fe\u4f18\u5316\u4ee5\u53ca\u7b97\u5b50\u4f18\u5316\u3002 AI \u573a\u666f\u4e0b\u7684\u8bad\u7ec3\uff0c\u8f93\u5165\u6570\u636e\u7684\u6a21\u5f0f\u975e\u5e38\u76f8\u4f3c\uff0c\u65f6\u5e38\u4e0d\u505c\u5730\u91cd\u590d\u7c7b\u4f3c\u7684\u8ba1\u7b97\u903b\u8f91\u3002\u57fa\u4e8e\u6b64\u7279\u70b9\uff0c\u53ef\u4ee5\u62bd\u53d6\u51fa\u8ba1\u7b97\u7684\u5173\u952e\u8def\u5f84\uff0c\u4f7f\u5176\u4f18\u5148\u6267\u884c\uff0c\u8ba9\u8ba1\u7b97\u8d44\u6e90\u6267\u884c\u66f4\u5145\u5206\uff0c\u8fd0\u884c\u65f6\u95f4\u66f4\u77ed\u3002\u00a0\u90e8\u7f72\u53caServing\uff1a\u90e8\u7f72\u4fa7\u4e3b\u8981\u6539\u5584\u4e86\u4f7f\u7528\u4f53\u9a8c\u3002 Serving \u4fa7\u4e3b\u8981\u505a\u4e86\u591a\u7ea7\u6df7\u5408\u5b58\u50a8\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u8981\u505a\u9884\u6d4b\u670d\u52a1\uff0c\u5fc5\u987b\u5c06\u6a21\u578b\u52a0\u8f7d\u5230\u5185\u5b58\u91cc\uff0c\u5982\u679c\u662f GPU \u5219\u52a0\u8f7d\u5230\u663e\u5b58\u91cc\u9762\u3002\u6211\u4eec\u4f1a\u5c06\u6700\u70ed\u95e8\u7684\u6a21\u578b\u7279\u5f81 embedding \u90e8\u5206\u4f18\u5148\u653e\u5230\u663e\u5b58\uff0c\u518d\u5230\u5185\u5b58\uff0c\u518d\u5230\u786c\u76d8\u5c42\uff0c\u901a\u8fc7\u591a\u7ea7\u6df7\u5408\u5b58\u50a8\u65b9\u5f0f\uff0c\u4f7f\u5927\u6a21\u578b\u80fd\u591f\u5728\u5355\u673a\u4e0a\u5b58\u50a8\uff0c\u51cf\u5c11\u6210\u672c\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806730\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u505a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65f6\uff0c\u9762\u5bf9\u8f93\u5165\u7684\u957f\u77ed\u4e0d\u4e00\u81f4\uff0c\u901a\u5e38\u505a\u6cd5\u662f\u56fa\u5b9a\u957f\u5ea6\uff0c\u4f46\u8be5\u65b9\u6cd5\u5b58\u5728\u51e0\u4e2a\u95ee\u9898\uff1a\u5f88\u957f\u7684\u8f93\u5165\u4f1a\u6709\u90e8\u5206\u88ab\u4e22\u5f03\uff0c\u6216\u8005\u5f88\u77ed\u7684\u8f93\u5165\u9700\u8981\u586b\u5165\u7a7a\u767d\u4ece\u800c\u6d6a\u8d39\u5185\u5b58\u548c\u8ba1\u7b97\u8d44\u6e90\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u53d1\u4e86BladeDISC\uff0c\u5b9e\u73b0\u4e86\u9762\u5411\u6df1\u5ea6\u5b66\u4e60\u3001\u7aef\u5230\u7aef\u7684\u591a\u5c3a\u5ea6\u56fe\u4f18\u5316\u7f16\u8bd1\u5668\uff0c\u80fd\u591f\u540c\u65f6\u652f\u6301\u4e0d\u540c\u6846\u67b6\uff0c\u5305\u62ecTensorFlow\u3001PyTorch\u3001GPGPU\u3001CPU \u4ee5\u53ca ARMS\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806731\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0Flink ML \u662f\u57fa\u4e8e Flink \u505a\u7684\u5b9e\u65f6\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5e93\u3002\u4eca\u5e74\u5e74\u521d\u53d1\u5e03\u4e86Flink ML API\uff0c \u80fd\u591f\u652f\u6301\u6a21\u578b\u4e0e\u6570\u636e\u5b9e\u65f6\u4f20\u8f93\uff0c\u540c\u65f6\u80fd\u591f\u652f\u6301\u591a\u8f93\u5165\u7684\u56fe\u7ed3\u6784\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002\u53e6\u5916\uff0c\u5b83\u867d\u7136\u53eb\u5b9e\u65f6\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u4e5f\u80fd\u591f\u652f\u6301\u6279\u5904\u7406\u673a\u5668\u5b66\u4e60\u3002\u5b9e\u65f6\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8f83\u591a\u4f7f\u7528\u4e8e\u7ed3\u6784\u5316\u573a\u666f\uff0c\u901a\u5e38\u53ef\u80fd\u6709 70% \u7684\u5de5\u4f5c\u90fd\u5728\u4e3a\u8fd0\u884c\u6a21\u578b\u51c6\u5907\u6570\u636e\uff0c\u6bd4\u5982\u4ece\u539f\u59cb\u65e5\u5fd7\u91cc\u9762\u5c06\u6570\u636e\u62bd\u53d6\u51fa\u6765\uff0c\u7136\u540e\u505a\u66f4\u591a\u7279\u5f81\u52a0\u5de5\u3002\u56e0\u6b64\uff0c\u540e\u7eedFlink ML \u4e5f\u4f1a\u4ece\u5b9e\u65f6\u7279\u5f81\u5de5\u7a0b\u4e0a\u505a\u66f4\u591a\u6295\u5165\u3002\u6700\u7ec8\u76ee\u6807\u662f\u671f\u671b Flink ML \u80fd\u591f\u6210\u4e3a\u5b9e\u65f6\u673a\u5668\u5b66\u4e60\u7684\u4e8b\u5b9e\u6807\u51c6\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806732\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0EasyRec\u662f\u9488\u5bf9\u63a8\u8350\u573a\u666f\u505a\u7684\u63a8\u8350\u7b97\u6cd5\u5e93\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\u5f88\u591a\u9876\u4f1a\u8bba\u6587\u7684\u7b97\u6cd5\uff0c\u4e14\u8fdb\u884c\u4e86\u5f00\u6e90\u3002\u540c\u65f6\uff0c\u6211\u4eec\u96c6\u6210\u4e86\u5f88\u591a\u6027\u80fd\u4f18\u5316\uff0c\u7528\u6237\u4e0d\u4ec5\u80fd\u591f\u5feb\u901f\u4eab\u53d7SOTA \u7b97\u6cd5\u5b9e\u73b0\uff0c\u4e5f\u80fd\u4eab\u53d7\u5230\u6700\u597d\u7684\u6027\u80fd\u5b9e\u73b0\u3002\u9664\u4e86\u6027\u80fd\u8f83\u4f18\uff0cEasyRec\u4e5f\u5f88\u597d\u5730\u4e0e\u4e91\u8fdb\u884c\u4e86\u7ed3\u5408\u3002\u65e0\u8bba\u4ece\u8ba1\u7b97\u5c42\u9762\u8fd8\u662f\u6570\u636e\u5c42\u9762\uff0c\u90fd\u80fd\u652f\u6301\u4e0d\u540c\u5e73\u53f0\u3002\u6bd4\u5982\u652f\u6301 EMR\u3001 Flink\u3001MaxCompute\u3001\u4e91\u539f\u751f\u5bb9\u5668\u5316\u670d\u52a1\u3002\u5728\u8f93\u5165\u4e0a\uff0c\u652f\u6301\u4f20\u7edf\u7684 HDFS\u3001OSS\u5bf9\u8c61\u5b58\u50a8\u3001MaxCpmpute Table \u4ee5\u53ca Kafka \u7b49\u5b9e\u65f6\u6570\u636e\u6d41\u3002\u00a0\u53e6\u5916\uff0c\u6211\u4eec\u5f00\u53d1\u96c6\u6210\u4e86 AutoML\u529f\u80fd\uff0c\u652f\u6301\u81ea\u52a8\u8d85\u53c2\u8c03\u4f18\uff0c\u652f\u6301\u7279\u5f81\u7684\u81ea\u52a8\u751f\u6210\uff0c\u9ad8\u9636\u7279\u5f81\u53ef\u4ee5\u901a\u8fc7 Auto Feature Engineering \u7684\u65b9\u5f0f\u5b9e\u73b0\uff0c\u4e5f\u652f\u6301\u81ea\u52a8\u7279\u5f81\u7b5b\u9009\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806733\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0\u5728\u89c6\u56fe\u89c6\u89c9\u573a\u666f\uff0c\u6709 EasyCV \uff1b\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406NLP \u573a\u666f\uff0c\u6709 EasyNLP \u3002EasyCV\u96c6\u6210\u4e86\u591a\u4e2a\u573a\u666f\u548c\u9886\u57df\uff0c\u5728\u68c0\u6d4b\u3001\u5206\u7c7b\u3001\u5206\u5272\u3001\u5173\u952e\u70b9 OCR \u7b97\u6cd5\u4e0a\u5747\u96c6\u6210\u4e86\u5f88\u591a\u7b97\u6cd5\uff0c\u6027\u80fd\u6bd4\u539f\u59cb\u7b97\u6cd5\u63d0\u5347 20% \u4ee5\u4e0a\u3002\u00a0\u6211\u4eec\u4f18\u5316\u7684YoloX-PAI \u7b97\u6cd5\u4ece backbone \u5c42\u9762\u5b9e\u73b0\u4e86\u591a\u7f51\u7edc\u652f\u6301\uff0c\u5728 neck\u7f51\u7edc\u4e0a\u52a0\u5165\u4e86\u591a\u5c3a\u5ea6\u7684\u56fe\u50cf\u7279\u5f81\u878d\u5408\u63d0\u5347\u6548\u679c\uff0c\u6548\u679c\u4f18\u4e8e\u793e\u533a\u5f00\u6e90\u5b9e\u73b0\u7684YOLO5\u548cYOLO6\u3002\u00a0<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806734\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br \/>\u00a0OFA\u548cAliceMind\u662f\u8fbe\u6469\u9662\u65e2\u5f00\u6e90\u4e86\u6a21\u578b\u53c8\u5f00\u6e90\u4e86\u4ee3\u7801\u7684\u4e24\u4e2a\u9879\u76ee\u3002\u00a0OFA(One For All)\u662f\u4e0e\u4efb\u52a1\u3001\u7ed3\u6784\u3001\u6a21\u6001\u90fd\u65e0\u5173\u7684\u5e8f\u5217\u5230\u5e8f\u5217\u7684\u5b66\u4e60\u6846\u67b6\uff0c\u5b83\u5728\u5927\u6a21\u578b\u3001\u7eff\u8272\u4f4e\u78b3\u548c\u670d\u52a1\u5316\u7b49\u591a\u65b9\u9762\u90fd\u53d6\u5f97\u4e86\u7a81\u7834\u3002\u76f8\u6bd4\u4e8eGPT-3\uff0cOFA\u4ec5\u97001%\u7684\u8ba1\u7b97\u8d44\u6e90\u5373\u53ef\u5b9e\u73b0\u76f8\u540c\u7684\u6548\u679c\u3002OFA\u672c\u8eab\u662f\u4e00\u4e2a\u5927\u6a21\u578b\uff0c\u4e00\u53f0\u673a\u5668\u6216\u4e00\u5f20\u663e\u5361\u65e0\u6cd5\u5b58\u653e\uff0c\u56e0\u6b64\uff0c\u5b83\u5728\u670d\u52a1\u5316\u65b9\u9762\u4e5f\u8fdb\u884c\u4e86\u975e\u5e38\u591a\u7684\u5de5\u4f5c\uff0c\u80fd\u591f\u8f83\u8f7b\u677e\u5730\u5c06\u670d\u52a1\u62c9\u8d77\u3002\u4e0a\u56fe\u4e2d\u95f4\u7684\u56fe\u7247\u4e3a\u8f93\u5165\u6587\u672c\u540e\uff0c\u901a\u8fc7OFA\u8f93\u51fa\u7684\u56fe\u7247\u3002\u00a0AliceMind\u662f\u9762\u5411\u8bed\u8a00\u7684\u9884\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u53bb\u5e74\u5237\u65b0\u4e86\u5168\u7403\u6700\u6743\u5a01\u7684\u673a\u5668\u89c6\u89c9\u95ee\u7b54 VQA\u699c\u5355\uff0c\u5e76\u4ee581.26\u7684\u6210\u7ee9\u9996\u6b21\u8d85\u8d8a\u4eba\u7c7b\u8868\u73b0\u3002\u9664\u4e86 VQA \u573a\u666f\uff0cAliceMind\u5728\u4e2d\u6587\u7406\u89e3\u751f\u6210\u3001\u5bf9\u8bdd\u7b56\u7565\u3001\u5bf9\u8bdd\u751f\u6210\u3001\u8868\u683c\u95ee\u7b54\u4e0a\u4e5f\u5237\u65b0\u4e86\u5f88\u591a\u699c\u5355\uff0c\u8fbe\u5230SOTA\u7684\u6c34\u51c6\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042806735\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" loading=\"lazy\"><br 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href=\"https:\/\/link.segmentfault.com\/?enc=LQ5IM1pGRbff95g%2BBnHD8w%3D%3D.rFUe0pAOjhgdw0s9egFwmPHA%2BXPgARSZHHiiqJv8ubUztRPGVLQUaHA7EU%2BD71xZ\" rel=\"nofollow\">https:\/\/click.aliyun.com\/m\/10&#8230;<\/a>\u672c\u6587\u4e3a\u963f\u91cc\u4e91\u539f\u521b\u5185\u5bb9\uff0c\u672a\u7ecf\u5141\u8bb8\u4e0d\u5f97\u8f6c\u8f7d\u3002<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042806722\">https:\/\/segmentfault.com\/a\/1190000042806722<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u4ecb\uff1a\u00a0\u65bd\u5174 \u963f\u91cc\u5df4\u5df4\u8d44\u6df1\u6280\u672f\u4e13\u5bb6 \u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u9879\u76eeEasyRec\u8d1f\u8d23\u4eba\u4ee5\u4e0b\u4e3a\u5f00\u53d1\u8005\u793e\u533a\u300c\u5f00\u6e90\u4eba\u8bf4\u300d\u7b2c\u56db\u671f\u2014\u2014 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